cyberneticlibrary

Search papers and extract experimental data

bgpt-paper-searchskillsetup L227,559
K-Dense-AI/scientific-agent-skills
What it does

Search and summarize bioGPT paper corpus

Best for

Biotech literature review when Google Scholar insufficient

Inputs
  • · search query
  • · filters (year/topic)
Outputs
  • · ranked papers
  • · AI abstracts
  • · relevance scores
Requires
  • · bioGPT model
  • · semantic search index
Preconditions

Index built and current; query well-formed

Failure modes
  • · Index stale
  • · query too broad
  • · no matches
Trust signals
  • · bioGPT-trained embeddings
  • · journal-indexed corpus